Overview
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 814 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 146.3 KiB |
| Average record size in memory | 184.0 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Categorical | 6 |
| Numeric | 13 |
Abdominal Circumference (cm) is highly overall correlated with Waist-to-Height Ratio | High correlation |
BMI is highly overall correlated with CVD Risk Score and 1 other fields | High correlation |
CVD Risk Score is highly overall correlated with BMI | High correlation |
Estimated LDL (mg/dL) is highly overall correlated with Total Cholesterol (mg/dL) | High correlation |
Total Cholesterol (mg/dL) is highly overall correlated with Estimated LDL (mg/dL) | High correlation |
Waist-to-Height Ratio is highly overall correlated with Abdominal Circumference (cm) | High correlation |
Weight (kg) is highly overall correlated with BMI | High correlation |
Family History of CVD is uniformly distributed | Uniform |
Patient ID has unique values | Unique |
Reproduction
| Analysis started | 2026-02-15 20:26:01.217890 |
|---|---|
| Analysis finished | 2026-02-15 20:26:08.680148 |
| Duration | 7.46 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Patient ID
Text
Unique
| Distinct | 814 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.7 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 814 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ZMIC4650 |
|---|---|
| 2nd row | GvnF6714 |
| 3rd row | VRpd3736 |
| 4th row | TrTW1141 |
| 5th row | dJuC5084 |
| Value | Count | Frequency (%) |
| zmic4650 | 1 | 0.1% |
| gvnf6714 | 1 | 0.1% |
| vrpd3736 | 1 | 0.1% |
| trtw1141 | 1 | 0.1% |
| djuc5084 | 1 | 0.1% |
| bqrd8734 | 1 | 0.1% |
| rcgk4053 | 1 | 0.1% |
| wnwg0658 | 1 | 0.1% |
| rwhd8608 | 1 | 0.1% |
| zmqx9231 | 1 | 0.1% |
| Other values (804) | 804 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 340 | 5.2% |
| 1 | 338 | 5.2% |
| 9 | 337 | 5.2% |
| 8 | 331 | 5.1% |
| 0 | 323 | 5.0% |
| 6 | 321 | 4.9% |
| 4 | 318 | 4.9% |
| 3 | 316 | 4.9% |
| 2 | 316 | 4.9% |
| 5 | 316 | 4.9% |
| Other values (52) | 3256 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6512 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 340 | 5.2% |
| 1 | 338 | 5.2% |
| 9 | 337 | 5.2% |
| 8 | 331 | 5.1% |
| 0 | 323 | 5.0% |
| 6 | 321 | 4.9% |
| 4 | 318 | 4.9% |
| 3 | 316 | 4.9% |
| 2 | 316 | 4.9% |
| 5 | 316 | 4.9% |
| Other values (52) | 3256 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6512 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 340 | 5.2% |
| 1 | 338 | 5.2% |
| 9 | 337 | 5.2% |
| 8 | 331 | 5.1% |
| 0 | 323 | 5.0% |
| 6 | 321 | 4.9% |
| 4 | 318 | 4.9% |
| 3 | 316 | 4.9% |
| 2 | 316 | 4.9% |
| 5 | 316 | 4.9% |
| Other values (52) | 3256 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6512 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 340 | 5.2% |
| 1 | 338 | 5.2% |
| 9 | 337 | 5.2% |
| 8 | 331 | 5.1% |
| 0 | 323 | 5.0% |
| 6 | 321 | 4.9% |
| 4 | 318 | 4.9% |
| 3 | 316 | 4.9% |
| 2 | 316 | 4.9% |
| 5 | 316 | 4.9% |
| Other values (52) | 3256 |
Date of Service
Date
| Distinct | 665 |
|---|---|
| Distinct (%) | 81.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.7 KiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2025-12-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 410 | |
| 0 | 404 |
Age
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.670215 |
| Minimum | 6.42 |
|---|---|
| Maximum | 89.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 6.42 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 37 |
| median | 46 |
| Q3 | 55 |
| 95-th percentile | 72 |
| Maximum | 89.42 |
| Range | 83 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.712717 |
|---|---|
| Coefficient of variation (CV) | 0.27239466 |
| Kurtosis | -0.15120098 |
| Mean | 46.670215 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.52703087 |
| Sum | 37989.555 |
| Variance | 161.61318 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 30 | 3.7% |
| 37 | 30 | 3.7% |
| 49 | 27 | 3.3% |
| 48 | 27 | 3.3% |
| 43 | 27 | 3.3% |
| 31 | 26 | 3.2% |
| 33 | 26 | 3.2% |
| 40 | 26 | 3.2% |
| 55 | 25 | 3.1% |
| 38 | 25 | 3.1% |
| Other values (47) | 545 |
| Value | Count | Frequency (%) |
| 6.42 | 1 | 0.1% |
| 25 | 6 | 0.7% |
| 26 | 8 | 1.0% |
| 27 | 6 | 0.7% |
| 28 | 5 | 0.6% |
| 29 | 6 | 0.7% |
| 30 | 24 | |
| 31 | 26 | |
| 32 | 30 | |
| 33 | 26 |
| Value | Count | Frequency (%) |
| 89.42 | 1 | 0.1% |
| 85.715 | 1 | 0.1% |
| 79 | 8 | |
| 78 | 2 | 0.2% |
| 76 | 9 | |
| 75 | 9 | |
| 74 | 3 | 0.4% |
| 73 | 3 | 0.4% |
| 72 | 6 | |
| 71 | 3 | 0.4% |
Weight (kg)
Real number (ℝ)
High correlation
| Distinct | 663 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.243905 |
| Minimum | 13.261 |
|---|---|
| Maximum | 158.523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 13.261 |
|---|---|
| 5-th percentile | 53.3634 |
| Q1 | 66.725 |
| median | 87.572 |
| Q3 | 105.38775 |
| 95-th percentile | 117.25775 |
| Maximum | 158.523 |
| Range | 145.262 |
| Interquartile range (IQR) | 38.66275 |
Descriptive statistics
| Standard deviation | 21.937863 |
|---|---|
| Coefficient of variation (CV) | 0.25437001 |
| Kurtosis | -0.81377992 |
| Mean | 86.243905 |
| Median Absolute Deviation (MAD) | 19.32 |
| Skewness | -0.12719732 |
| Sum | 70202.539 |
| Variance | 481.26983 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100.4 | 5 | 0.6% |
| 116.5 | 4 | 0.5% |
| 116.2 | 4 | 0.5% |
| 99.5 | 3 | 0.4% |
| 97.8 | 3 | 0.4% |
| 78.8 | 3 | 0.4% |
| 117.8 | 3 | 0.4% |
| 62.2 | 3 | 0.4% |
| 73.3 | 3 | 0.4% |
| 113.4 | 3 | 0.4% |
| Other values (653) | 780 |
| Value | Count | Frequency (%) |
| 13.261 | 1 | 0.1% |
| 15.036 | 1 | 0.1% |
| 19.578 | 1 | 0.1% |
| 21.316 | 1 | 0.1% |
| 46.65093602 | 1 | 0.1% |
| 50.1 | 1 | 0.1% |
| 50.2 | 1 | 0.1% |
| 50.4 | 3 | |
| 50.428 | 1 | 0.1% |
| 50.5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 158.523 | 1 | |
| 149.877 | 1 | |
| 124.3665042 | 1 | |
| 121.200539 | 1 | |
| 120 | 1 | |
| 119.9 | 1 | |
| 119.8 | 1 | |
| 119.7 | 1 | |
| 119.6 | 1 | |
| 119.571 | 1 |
BMI
Real number (ℝ)
High correlation
| Distinct | 520 |
|---|---|
| Distinct (%) | 63.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.572945 |
| Minimum | 5.184 |
|---|---|
| Maximum | 53.028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 5.184 |
|---|---|
| 5-th percentile | 17.8 |
| Q1 | 22.515 |
| median | 28.3 |
| Q3 | 33.975 |
| 95-th percentile | 40.305 |
| Maximum | 53.028 |
| Range | 47.844 |
| Interquartile range (IQR) | 11.46 |
Descriptive statistics
| Standard deviation | 7.3682502 |
|---|---|
| Coefficient of variation (CV) | 0.25787507 |
| Kurtosis | -0.44548565 |
| Mean | 28.572945 |
| Median Absolute Deviation (MAD) | 5.77 |
| Skewness | 0.24963526 |
| Sum | 23258.377 |
| Variance | 54.291111 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.5 | 6 | 0.7% |
| 31.8 | 6 | 0.7% |
| 33.4 | 5 | 0.6% |
| 28 | 5 | 0.6% |
| 31.6 | 5 | 0.6% |
| 20.3 | 5 | 0.6% |
| 21 | 5 | 0.6% |
| 27.2 | 5 | 0.6% |
| 17.8 | 5 | 0.6% |
| 22.8 | 5 | 0.6% |
| Other values (510) | 762 |
| Value | Count | Frequency (%) |
| 5.184 | 1 | |
| 15 | 1 | |
| 15.1 | 1 | |
| 15.3 | 1 | |
| 15.4 | 2 | |
| 15.5 | 1 | |
| 15.6 | 1 | |
| 15.7 | 1 | |
| 15.8 | 1 | |
| 16 | 2 |
| Value | Count | Frequency (%) |
| 53.028 | 1 | |
| 52.192 | 1 | |
| 52.136 | 1 | |
| 51.984 | 1 | |
| 51.022 | 1 | |
| 46.2 | 1 | |
| 45.6 | 1 | |
| 44.8 | 1 | |
| 44.7 | 1 | |
| 44.5 | 1 |
Abdominal Circumference (cm)
Real number (ℝ)
High correlation
| Distinct | 575 |
|---|---|
| Distinct (%) | 70.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.10519 |
| Minimum | 49.542 |
|---|---|
| Maximum | 136.336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 49.542 |
|---|---|
| 5-th percentile | 72.565 |
| Q1 | 80.467 |
| median | 91.85 |
| Q3 | 102.8 |
| 95-th percentile | 112.79235 |
| Maximum | 136.336 |
| Range | 86.794 |
| Interquartile range (IQR) | 22.333 |
Descriptive statistics
| Standard deviation | 13.457857 |
|---|---|
| Coefficient of variation (CV) | 0.14611399 |
| Kurtosis | -0.53090692 |
| Mean | 92.10519 |
| Median Absolute Deviation (MAD) | 11.3395 |
| Skewness | 0.23538809 |
| Sum | 74973.625 |
| Variance | 181.11392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76.3 | 6 | 0.7% |
| 96.6 | 6 | 0.7% |
| 86.9 | 6 | 0.7% |
| 74.3 | 5 | 0.6% |
| 77.4 | 4 | 0.5% |
| 101.1 | 4 | 0.5% |
| 108.7 | 4 | 0.5% |
| 91.9 | 4 | 0.5% |
| 74.2 | 4 | 0.5% |
| 76.7 | 4 | 0.5% |
| Other values (565) | 767 |
| Value | Count | Frequency (%) |
| 49.542 | 1 | |
| 70 | 2 | |
| 70.091 | 1 | |
| 70.184 | 1 | |
| 70.3 | 1 | |
| 70.4 | 1 | |
| 70.411 | 1 | |
| 70.5 | 1 | |
| 70.6 | 2 | |
| 70.8 | 1 |
| Value | Count | Frequency (%) |
| 136.336 | 1 | |
| 136.319 | 1 | |
| 134.297 | 1 | |
| 133.846 | 1 | |
| 133.065 | 1 | |
| 132.861 | 1 | |
| 119.996 | 1 | |
| 119.495 | 1 | |
| 119.493 | 1 | |
| 119.484 | 1 |
| Distinct | 725 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.7 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9987715 |
| Min length | 5 |
Unique
| Unique | 643 ? |
|---|---|
| Unique (%) | 79.0% |
Sample
| 1st row | 132/71 |
|---|---|
| 2nd row | 126/77 |
| 3rd row | 113/79 |
| 4th row | 106/87 |
| 5th row | 97/63 |
| Value | Count | Frequency (%) |
| 127/84 | 3 | 0.4% |
| 113/77 | 3 | 0.4% |
| 143/67 | 3 | 0.4% |
| 120/89 | 3 | 0.4% |
| 111/97 | 3 | 0.4% |
| 114/63 | 3 | 0.4% |
| 139/81 | 3 | 0.4% |
| 93/63 | 2 | 0.2% |
| 105/64 | 2 | 0.2% |
| 146/91 | 2 | 0.2% |
| Other values (715) | 787 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1181 | |
| / | 814 | |
| 9 | 430 | 8.8% |
| 7 | 370 | 7.6% |
| 6 | 368 | 7.5% |
| 8 | 339 | 6.9% |
| 0 | 328 | 6.7% |
| 2 | 296 | 6.1% |
| 3 | 284 | 5.8% |
| 4 | 259 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4883 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1181 | |
| / | 814 | |
| 9 | 430 | 8.8% |
| 7 | 370 | 7.6% |
| 6 | 368 | 7.5% |
| 8 | 339 | 6.9% |
| 0 | 328 | 6.7% |
| 2 | 296 | 6.1% |
| 3 | 284 | 5.8% |
| 4 | 259 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4883 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1181 | |
| / | 814 | |
| 9 | 430 | 8.8% |
| 7 | 370 | 7.6% |
| 6 | 368 | 7.5% |
| 8 | 339 | 6.9% |
| 0 | 328 | 6.7% |
| 2 | 296 | 6.1% |
| 3 | 284 | 5.8% |
| 4 | 259 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4883 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1181 | |
| / | 814 | |
| 9 | 430 | 8.8% |
| 7 | 370 | 7.6% |
| 6 | 368 | 7.5% |
| 8 | 339 | 6.9% |
| 0 | 328 | 6.7% |
| 2 | 296 | 6.1% |
| 3 | 284 | 5.8% |
| 4 | 259 | 5.3% |
Total Cholesterol (mg/dL)
Real number (ℝ)
High correlation
| Distinct | 230 |
|---|---|
| Distinct (%) | 28.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.80883 |
| Minimum | 1.817 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 1.817 |
|---|---|
| 5-th percentile | 109 |
| Q1 | 149 |
| median | 195.5 |
| Q3 | 252 |
| 95-th percentile | 290 |
| Maximum | 300 |
| Range | 298.183 |
| Interquartile range (IQR) | 103 |
Descriptive statistics
| Standard deviation | 59.001577 |
|---|---|
| Coefficient of variation (CV) | 0.29827575 |
| Kurtosis | -0.95436573 |
| Mean | 197.80883 |
| Median Absolute Deviation (MAD) | 50.5 |
| Skewness | -0.0099806193 |
| Sum | 161016.39 |
| Variance | 3481.1861 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 109 | 10 | 1.2% |
| 290 | 9 | 1.1% |
| 147 | 9 | 1.1% |
| 179 | 8 | 1.0% |
| 203 | 8 | 1.0% |
| 192 | 8 | 1.0% |
| 296 | 8 | 1.0% |
| 150 | 8 | 1.0% |
| 160 | 8 | 1.0% |
| 105 | 7 | 0.9% |
| Other values (220) | 731 |
| Value | Count | Frequency (%) |
| 1.817 | 1 | 0.1% |
| 16.088 | 1 | 0.1% |
| 19.932 | 1 | 0.1% |
| 100 | 4 | |
| 101 | 4 | |
| 102 | 2 | 0.2% |
| 103 | 3 | |
| 104 | 5 | |
| 105 | 7 | |
| 106 | 3 |
| Value | Count | Frequency (%) |
| 300 | 2 | 0.2% |
| 299 | 3 | 0.4% |
| 298 | 3 | 0.4% |
| 297 | 4 | |
| 296 | 8 | |
| 295.3990257 | 1 | 0.1% |
| 295 | 7 | |
| 294 | 2 | 0.2% |
| 293 | 4 | |
| 292 | 1 | 0.1% |
HDL (mg/dL)
Real number (ℝ)
| Distinct | 65 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.718612 |
| Minimum | 0.008 |
|---|---|
| Maximum | 110.315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 0.008 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 42 |
| median | 56 |
| Q3 | 69 |
| 95-th percentile | 80 |
| Maximum | 110.315 |
| Range | 110.307 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 16.291488 |
|---|---|
| Coefficient of variation (CV) | 0.29238861 |
| Kurtosis | -0.65826061 |
| Mean | 55.718612 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.0094037809 |
| Sum | 45354.95 |
| Variance | 265.41257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 22 | 2.7% |
| 56 | 21 | 2.6% |
| 32 | 21 | 2.6% |
| 46 | 21 | 2.6% |
| 61 | 21 | 2.6% |
| 78 | 20 | 2.5% |
| 38 | 19 | 2.3% |
| 40 | 19 | 2.3% |
| 63 | 19 | 2.3% |
| 36 | 18 | 2.2% |
| Other values (55) | 613 |
| Value | Count | Frequency (%) |
| 0.008 | 1 | 0.1% |
| 1.276 | 1 | 0.1% |
| 6.809 | 1 | 0.1% |
| 7.542 | 1 | 0.1% |
| 30 | 15 | |
| 31 | 17 | |
| 32 | 21 | |
| 33 | 15 | |
| 34 | 14 | |
| 35 | 17 |
| Value | Count | Frequency (%) |
| 110.315 | 1 | 0.1% |
| 89 | 5 | |
| 88 | 3 | |
| 87 | 5 | |
| 86 | 3 | |
| 85 | 3 | |
| 84 | 3 | |
| 83 | 4 | |
| 82 | 6 | |
| 81 | 5 |
Fasting Blood Sugar (mg/dL)
Real number (ℝ)
| Distinct | 136 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.50112 |
| Minimum | 15.605 |
|---|---|
| Maximum | 218.019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 15.605 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 91 |
| median | 115 |
| Q3 | 138 |
| 95-th percentile | 175 |
| Maximum | 218.019 |
| Range | 202.414 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 31.666845 |
|---|---|
| Coefficient of variation (CV) | 0.27181581 |
| Kurtosis | 0.13554565 |
| Mean | 116.50112 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.41152218 |
| Sum | 94831.909 |
| Variance | 1002.7891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 115 | 15 | 1.8% |
| 92 | 15 | 1.8% |
| 96 | 14 | 1.7% |
| 130 | 14 | 1.7% |
| 125 | 14 | 1.7% |
| 70 | 14 | 1.7% |
| 148 | 13 | 1.6% |
| 86 | 13 | 1.6% |
| 104 | 12 | 1.5% |
| 107 | 12 | 1.5% |
| Other values (126) | 678 |
| Value | Count | Frequency (%) |
| 15.605 | 1 | 0.1% |
| 18.96 | 1 | 0.1% |
| 19.014 | 1 | 0.1% |
| 21.211 | 1 | 0.1% |
| 23.817 | 1 | 0.1% |
| 70 | 14 | |
| 71 | 6 | |
| 72 | 7 | |
| 73 | 10 | |
| 74 | 4 | 0.5% |
| Value | Count | Frequency (%) |
| 218.019 | 1 | 0.1% |
| 215.614 | 1 | 0.1% |
| 213.685 | 1 | 0.1% |
| 212.984 | 1 | 0.1% |
| 198 | 3 | |
| 197 | 1 | 0.1% |
| 196 | 2 | |
| 195 | 2 | |
| 194 | 1 | 0.1% |
| 192 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 421 | |
| 0 | 393 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 423 | |
| 0 | 391 |
Physical Activity Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.7 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 287 | |
| 0 | 268 | |
| 1 | 259 |
Family History of CVD
Categorical
Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 407 | |
| 0 | 407 |
Height (cm)
Real number (ℝ)
| Distinct | 259 |
|---|---|
| Distinct (%) | 31.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.67488 |
| Minimum | 138.8 |
|---|---|
| Maximum | 248.03974 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 138.8 |
|---|---|
| 5-th percentile | 157.165 |
| Q1 | 166.525 |
| median | 176 |
| Q3 | 184.1 |
| 95-th percentile | 195.605 |
| Maximum | 248.03974 |
| Range | 109.23974 |
| Interquartile range (IQR) | 17.575 |
Descriptive statistics
| Standard deviation | 12.35407 |
|---|---|
| Coefficient of variation (CV) | 0.070323487 |
| Kurtosis | 1.8730782 |
| Mean | 175.67488 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.47743862 |
| Sum | 142999.35 |
| Variance | 152.62305 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 176 | 28 | 3.4% |
| 181 | 24 | 2.9% |
| 170 | 23 | 2.8% |
| 174 | 23 | 2.8% |
| 163 | 23 | 2.8% |
| 189 | 22 | 2.7% |
| 162 | 21 | 2.6% |
| 166 | 21 | 2.6% |
| 182 | 20 | 2.5% |
| 187 | 19 | 2.3% |
| Other values (249) | 590 |
| Value | Count | Frequency (%) |
| 138.8 | 1 | |
| 141 | 1 | |
| 146.3412148 | 1 | |
| 149.0997907 | 1 | |
| 150.3 | 1 | |
| 150.5 | 1 | |
| 150.6 | 2 | |
| 150.7 | 2 | |
| 150.7407239 | 1 | |
| 150.9 | 1 |
| Value | Count | Frequency (%) |
| 248.0397405 | 1 | |
| 239.4941008 | 1 | |
| 214.6 | 1 | |
| 214.1 | 1 | |
| 213.9 | 1 | |
| 212.5544598 | 1 | |
| 211.7 | 1 | |
| 211 | 1 | |
| 207.9703135 | 1 | |
| 203.6841132 | 1 |
Waist-to-Height Ratio
Real number (ℝ)
High correlation
| Distinct | 345 |
|---|---|
| Distinct (%) | 42.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52613278 |
| Minimum | 0.259 |
|---|---|
| Maximum | 0.804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 0.259 |
|---|---|
| 5-th percentile | 0.40265 |
| Q1 | 0.45725 |
| median | 0.523 |
| Q3 | 0.58475 |
| 95-th percentile | 0.667 |
| Maximum | 0.804 |
| Range | 0.545 |
| Interquartile range (IQR) | 0.1275 |
Descriptive statistics
| Standard deviation | 0.085763025 |
|---|---|
| Coefficient of variation (CV) | 0.16300643 |
| Kurtosis | -0.073483937 |
| Mean | 0.52613278 |
| Median Absolute Deviation (MAD) | 0.063 |
| Skewness | 0.37496493 |
| Sum | 428.27208 |
| Variance | 0.0073552964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.578 | 8 | 1.0% |
| 0.423 | 8 | 1.0% |
| 0.504 | 8 | 1.0% |
| 0.466 | 7 | 0.9% |
| 0.412 | 7 | 0.9% |
| 0.518 | 7 | 0.9% |
| 0.53 | 7 | 0.9% |
| 0.55 | 7 | 0.9% |
| 0.434 | 6 | 0.7% |
| 0.561 | 6 | 0.7% |
| Other values (335) | 743 |
| Value | Count | Frequency (%) |
| 0.259 | 1 | |
| 0.278 | 1 | |
| 0.36 | 1 | |
| 0.365 | 1 | |
| 0.366 | 1 | |
| 0.37 | 1 | |
| 0.374 | 1 | |
| 0.376 | 1 | |
| 0.379 | 1 | |
| 0.38 | 2 |
| Value | Count | Frequency (%) |
| 0.804 | 2 | |
| 0.787 | 1 | |
| 0.785 | 1 | |
| 0.784 | 1 | |
| 0.783 | 1 | |
| 0.782 | 1 | |
| 0.759 | 1 | |
| 0.755 | 1 | |
| 0.749 | 1 | |
| 0.739 | 1 |
Systolic BP
Real number (ℝ)
| Distinct | 90 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.44226 |
| Minimum | 90 |
|---|---|
| Maximum | 179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 108 |
| median | 125 |
| Q3 | 140 |
| 95-th percentile | 165.35 |
| Maximum | 179 |
| Range | 89 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 21.406589 |
|---|---|
| Coefficient of variation (CV) | 0.17064894 |
| Kurtosis | -0.50014359 |
| Mean | 125.44226 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.36948574 |
| Sum | 102110 |
| Variance | 458.24205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 111 | 21 | 2.6% |
| 139 | 19 | 2.3% |
| 102 | 17 | 2.1% |
| 127 | 17 | 2.1% |
| 113 | 16 | 2.0% |
| 119 | 16 | 2.0% |
| 142 | 16 | 2.0% |
| 136 | 16 | 2.0% |
| 117 | 16 | 2.0% |
| 126 | 16 | 2.0% |
| Other values (80) | 644 |
| Value | Count | Frequency (%) |
| 90 | 9 | |
| 91 | 10 | |
| 92 | 7 | |
| 93 | 13 | |
| 94 | 10 | |
| 95 | 15 | |
| 96 | 8 | |
| 97 | 10 | |
| 98 | 9 | |
| 99 | 12 |
| Value | Count | Frequency (%) |
| 179 | 4 | |
| 178 | 4 | |
| 177 | 3 | |
| 176 | 2 | |
| 175 | 3 | |
| 174 | 3 | |
| 173 | 2 | |
| 172 | 4 | |
| 171 | 4 | |
| 170 | 2 |
Diastolic BP
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.162162 |
| Minimum | 60 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 71 |
| median | 83 |
| Q3 | 93 |
| 95-th percentile | 110 |
| Maximum | 119 |
| Range | 59 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 14.558978 |
|---|---|
| Coefficient of variation (CV) | 0.17506733 |
| Kurtosis | -0.5692337 |
| Mean | 83.162162 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.36544903 |
| Sum | 67694 |
| Variance | 211.96383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92 | 27 | 3.3% |
| 71 | 24 | 2.9% |
| 65 | 23 | 2.8% |
| 87 | 23 | 2.8% |
| 91 | 23 | 2.8% |
| 78 | 21 | 2.6% |
| 64 | 21 | 2.6% |
| 66 | 21 | 2.6% |
| 76 | 20 | 2.5% |
| 73 | 20 | 2.5% |
| Other values (49) | 591 |
| Value | Count | Frequency (%) |
| 60 | 14 | |
| 61 | 18 | |
| 62 | 14 | |
| 63 | 20 | |
| 64 | 21 | |
| 65 | 23 | |
| 66 | 21 | |
| 67 | 15 | |
| 68 | 15 | |
| 69 | 13 |
| Value | Count | Frequency (%) |
| 119 | 6 | |
| 118 | 5 | |
| 117 | 4 | |
| 116 | 4 | |
| 115 | 6 | |
| 114 | 5 | |
| 113 | 5 | |
| 112 | 3 | |
| 111 | 2 | 0.2% |
| 110 | 6 |
Estimated LDL (mg/dL)
Real number (ℝ)
High correlation
| Distinct | 226 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.13138 |
| Minimum | 1 |
|---|---|
| Maximum | 316.071 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 26.65 |
| Q1 | 63 |
| median | 109 |
| Q3 | 165 |
| 95-th percentile | 208 |
| Maximum | 316.071 |
| Range | 315.071 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 60.648131 |
|---|---|
| Coefficient of variation (CV) | 0.53138877 |
| Kurtosis | -0.62786369 |
| Mean | 114.13138 |
| Median Absolute Deviation (MAD) | 50.5 |
| Skewness | 0.26584834 |
| Sum | 92902.94 |
| Variance | 3678.1959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 11 | 1.4% |
| 58 | 11 | 1.4% |
| 178 | 11 | 1.4% |
| 188 | 10 | 1.2% |
| 190 | 9 | 1.1% |
| 125 | 9 | 1.1% |
| 91 | 9 | 1.1% |
| 193 | 9 | 1.1% |
| 35 | 8 | 1.0% |
| 40 | 8 | 1.0% |
| Other values (216) | 719 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 6 | 2 | |
| 9 | 4 | |
| 10 | 2 | |
| 11 | 1 | 0.1% |
| 12 | 3 | |
| 13 | 1 | 0.1% |
| 15 | 4 | |
| 17 | 3 | |
| 18 | 3 |
| Value | Count | Frequency (%) |
| 316.071 | 1 | |
| 311.246 | 1 | |
| 308.514 | 1 | |
| 306.921 | 1 | |
| 300.227 | 1 | |
| 298.492 | 1 | |
| 237 | 2 | |
| 230 | 1 | |
| 229 | 1 | |
| 228 | 1 |
CVD Risk Score
Real number (ℝ)
High correlation
| Distinct | 671 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.357988 |
| Minimum | 10.53 |
|---|---|
| Maximum | 114.968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.7 KiB |
Quantile statistics
| Minimum | 10.53 |
|---|---|
| 5-th percentile | 13.26965 |
| Q1 | 15.209 |
| median | 16.915 |
| Q3 | 18.8375 |
| 95-th percentile | 21.3575 |
| Maximum | 114.968 |
| Range | 104.438 |
| Interquartile range (IQR) | 3.6285 |
Descriptive statistics
| Standard deviation | 10.807791 |
|---|---|
| Coefficient of variation (CV) | 0.58872418 |
| Kurtosis | 53.903188 |
| Mean | 18.357988 |
| Median Absolute Deviation (MAD) | 1.832 |
| Skewness | 7.1767471 |
| Sum | 14943.402 |
| Variance | 116.80835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14 | 4 | 0.5% |
| 15.45 | 4 | 0.5% |
| 15.41 | 4 | 0.5% |
| 17.05 | 4 | 0.5% |
| 17.95 | 3 | 0.4% |
| 18.62 | 3 | 0.4% |
| 15.64 | 3 | 0.4% |
| 17.17 | 3 | 0.4% |
| 18.9 | 3 | 0.4% |
| 18.55 | 3 | 0.4% |
| Other values (661) | 780 |
| Value | Count | Frequency (%) |
| 10.53 | 1 | |
| 10.86 | 1 | |
| 10.89 | 1 | |
| 11.11 | 1 | |
| 11.25 | 2 | |
| 11.3 | 1 | |
| 11.61 | 1 | |
| 11.835 | 1 | |
| 11.95 | 1 | |
| 11.995 | 1 |
| Value | Count | Frequency (%) |
| 114.968 | 1 | |
| 114.143 | 1 | |
| 112.343 | 1 | |
| 104.271 | 1 | |
| 104.087 | 1 | |
| 104.002 | 1 | |
| 98.65 | 1 | |
| 96.807 | 1 | |
| 95.684 | 1 | |
| 94.629 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 391 | |
| 1 | 307 | |
| 0 | 116 | 14.3% |
Interactions
Correlations
| Abdominal Circumference (cm) | Age | BMI | CVD Risk Level | CVD Risk Score | Diabetes Status | Diastolic BP | Estimated LDL (mg/dL) | Family History of CVD | Fasting Blood Sugar (mg/dL) | HDL (mg/dL) | Height (cm) | Physical Activity Level | Sex | Smoking Status | Systolic BP | Total Cholesterol (mg/dL) | Waist-to-Height Ratio | Weight (kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Abdominal Circumference (cm) | 1.000 | 0.048 | 0.055 | 0.055 | 0.125 | 0.162 | 0.066 | 0.044 | 0.042 | 0.024 | -0.008 | -0.015 | 0.040 | 0.000 | 0.040 | 0.079 | 0.040 | 0.888 | 0.064 |
| Age | 0.048 | 1.000 | 0.033 | 0.159 | 0.056 | 0.099 | 0.049 | -0.020 | 0.000 | 0.088 | 0.043 | 0.030 | 0.046 | 0.000 | 0.075 | 0.070 | 0.002 | 0.028 | 0.032 |
| BMI | 0.055 | 0.033 | 1.000 | 0.145 | 0.603 | 0.055 | 0.043 | 0.002 | 0.000 | 0.029 | -0.001 | -0.178 | 0.064 | 0.063 | 0.021 | 0.006 | -0.007 | 0.121 | 0.649 |
| CVD Risk Level | 0.055 | 0.159 | 0.145 | 1.000 | 0.038 | 0.154 | 0.101 | 0.161 | 0.211 | 0.112 | 0.144 | 0.122 | 0.124 | 0.010 | 0.262 | 0.139 | 0.160 | 0.077 | 0.124 |
| CVD Risk Score | 0.125 | 0.056 | 0.603 | 0.038 | 1.000 | 0.182 | 0.109 | 0.439 | 0.029 | 0.094 | 0.028 | -0.082 | 0.000 | 0.000 | 0.000 | 0.416 | 0.451 | 0.145 | 0.410 |
| Diabetes Status | 0.162 | 0.099 | 0.055 | 0.154 | 0.182 | 1.000 | 0.068 | 0.059 | 0.000 | 0.083 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.082 | 0.098 |
| Diastolic BP | 0.066 | 0.049 | 0.043 | 0.101 | 0.109 | 0.068 | 1.000 | 0.111 | 0.000 | 0.066 | -0.001 | 0.031 | 0.000 | 0.000 | 0.000 | 0.058 | 0.123 | 0.043 | 0.055 |
| Estimated LDL (mg/dL) | 0.044 | -0.020 | 0.002 | 0.161 | 0.439 | 0.059 | 0.111 | 1.000 | 0.070 | 0.012 | -0.137 | 0.020 | 0.000 | 0.000 | 0.000 | 0.004 | 0.939 | 0.033 | -0.015 |
| Family History of CVD | 0.042 | 0.000 | 0.000 | 0.211 | 0.029 | 0.000 | 0.000 | 0.070 | 1.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.038 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 |
| Fasting Blood Sugar (mg/dL) | 0.024 | 0.088 | 0.029 | 0.112 | 0.094 | 0.083 | 0.066 | 0.012 | 0.000 | 1.000 | 0.088 | 0.032 | 0.000 | 0.074 | 0.059 | 0.104 | 0.033 | -0.003 | 0.027 |
| HDL (mg/dL) | -0.008 | 0.043 | -0.001 | 0.144 | 0.028 | 0.030 | -0.001 | -0.137 | 0.000 | 0.088 | 1.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.035 | 0.107 | -0.021 | 0.012 |
| Height (cm) | -0.015 | 0.030 | -0.178 | 0.122 | -0.082 | 0.000 | 0.031 | 0.020 | 0.093 | 0.032 | 0.016 | 1.000 | 0.000 | 0.084 | 0.000 | 0.019 | 0.023 | -0.363 | 0.050 |
| Physical Activity Level | 0.040 | 0.046 | 0.064 | 0.124 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Sex | 0.000 | 0.000 | 0.063 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.074 | 0.000 | 0.084 | 0.000 | 1.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.071 |
| Smoking Status | 0.040 | 0.075 | 0.021 | 0.262 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 | 0.000 | 0.011 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Systolic BP | 0.079 | 0.070 | 0.006 | 0.139 | 0.416 | 0.000 | 0.058 | 0.004 | 0.000 | 0.104 | 0.035 | 0.019 | 0.000 | 0.000 | 0.000 | 1.000 | 0.018 | 0.055 | 0.020 |
| Total Cholesterol (mg/dL) | 0.040 | 0.002 | -0.007 | 0.160 | 0.451 | 0.037 | 0.123 | 0.939 | 0.007 | 0.033 | 0.107 | 0.023 | 0.000 | 0.000 | 0.000 | 0.018 | 1.000 | 0.027 | -0.024 |
| Waist-to-Height Ratio | 0.888 | 0.028 | 0.121 | 0.077 | 0.145 | 0.082 | 0.043 | 0.033 | 0.000 | -0.003 | -0.021 | -0.363 | 0.000 | 0.000 | 0.000 | 0.055 | 0.027 | 1.000 | 0.057 |
| Weight (kg) | 0.064 | 0.032 | 0.649 | 0.124 | 0.410 | 0.098 | 0.055 | -0.015 | 0.000 | 0.027 | 0.012 | 0.050 | 0.000 | 0.071 | 0.000 | 0.020 | -0.024 | 0.057 | 1.000 |
Missing values
Sample
| Patient ID | Date of Service | Sex | Age | Weight (kg) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Height (cm) | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ZMIC4650 | November 29, 2021 | 1 | 55.0 | 111.900 | 34.200 | 95.200 | 132/71 | 129.0 | 78.0 | 131.0 | 1 | 1 | 1 | 1 | 181.0 | 0.526 | 132 | 71 | 21.0 | 18.020 | 2 |
| 1 | GvnF6714 | 18 Apr 23 | 0 | 50.0 | 119.000 | 44.200 | 70.900 | 126/77 | 188.0 | 68.0 | 113.0 | 1 | 1 | 1 | 1 | 164.0 | 0.432 | 126 | 77 | 90.0 | 96.807 | 2 |
| 2 | VRpd3736 | 07-03-2020 | 0 | 47.0 | 62.204 | 38.322 | 108.822 | 113/79 | 164.0 | 76.0 | 148.0 | 0 | 0 | 0 | 1 | 188.7 | 0.577 | 113 | 79 | 58.0 | 16.594 | 1 |
| 3 | TrTW1141 | 24/12/2024 | 0 | 55.0 | 112.800 | 37.300 | 80.900 | 106/87 | 145.0 | 32.0 | 150.0 | 1 | 1 | 2 | 1 | 174.0 | 0.465 | 106 | 87 | 83.0 | 17.660 | 2 |
| 4 | dJuC5084 | December 02, 2020 | 0 | 55.0 | 106.000 | 32.000 | 109.300 | 97/63 | 287.0 | 35.0 | 130.0 | 0 | 1 | 1 | 0 | 182.0 | 0.601 | 97 | 63 | 222.0 | 18.990 | 2 |
| 5 | bqRD8734 | 19 Dec 24 | 1 | 43.0 | 68.890 | 37.372 | 98.302 | 164/101 | 276.0 | 63.0 | 115.0 | 1 | 1 | 1 | 0 | 168.7 | 0.583 | 164 | 101 | 183.0 | 23.194 | 1 |
| 6 | RCGk4053 | August 07, 2023 | 0 | 43.0 | 106.000 | 38.500 | 92.500 | 130/73 | 195.0 | 31.0 | 136.0 | 1 | 0 | 1 | 0 | 166.0 | 0.557 | 130 | 73 | 134.0 | 18.100 | 1 |
| 7 | WnwG0658 | 2023-04-18 | 1 | 72.0 | 63.321 | 28.718 | 90.282 | 132/76 | 158.0 | 34.0 | 175.0 | 1 | 0 | 1 | 0 | 172.2 | 0.524 | 132 | 76 | 94.0 | 15.504 | 2 |
| 8 | rwHD8608 | 30/06/2024 | 0 | 36.0 | 55.400 | 16.000 | 86.200 | 93/63 | 109.0 | 50.0 | 143.0 | 1 | 1 | 1 | 0 | 186.0 | 0.463 | 93 | 63 | 29.0 | 12.030 | 1 |
| 9 | ZmqX9231 | 19 May 22 | 0 | 55.0 | 100.100 | 33.100 | 96.600 | 115/73 | 287.0 | 40.0 | 96.0 | 1 | 0 | 1 | 0 | 174.0 | 0.555 | 115 | 73 | 217.0 | 18.110 | 2 |
| Patient ID | Date of Service | Sex | Age | Weight (kg) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Height (cm) | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 810 | rlex7663 | 01/02/2020 | 1 | 68.0 | 78.561 | 32.466 | 77.184 | 141/76 | 178.0 | 73.0 | 143.0 | 1 | 1 | 2 | 1 | 141.00000 | 0.452000 | 141 | 76 | 75.0 | 19.103 | 2 |
| 811 | jiWa5915 | 04-08-2025 | 1 | 35.0 | 64.837 | 33.181 | 88.896 | 160/78 | 152.0 | 59.0 | 150.0 | 0 | 0 | 2 | 1 | 195.80000 | 0.454000 | 160 | 78 | 63.0 | 17.676 | 2 |
| 812 | CFVK4196 | 22 Apr 21 | 1 | 65.0 | 85.448 | 29.423 | 105.400 | 165/86 | 289.0 | 76.0 | 158.0 | 1 | 0 | 1 | 1 | 154.80000 | 0.681000 | 165 | 86 | 183.0 | 19.915 | 1 |
| 813 | xAzX6739 | 27/05/2020 | 1 | 69.0 | 104.387 | 23.105 | 114.050 | 91/69 | 167.0 | 47.0 | 188.0 | 0 | 0 | 0 | 1 | 212.55446 | 0.661000 | 91 | 69 | 90.0 | 12.511 | 2 |
| 814 | GhAr2320 | 2021-08-04 | 1 | 32.0 | 98.300 | 31.000 | 93.000 | 127/98 | 261.0 | 42.0 | 94.0 | 1 | 1 | 2 | 1 | 178.00000 | 0.522000 | 127 | 98 | 189.0 | 19.770 | 2 |
| 815 | Usvw5684 | 06/02/2025 | 1 | 26.0 | 83.856 | 36.852 | 77.157 | 96/68 | 140.0 | 32.0 | 174.0 | 1 | 1 | 0 | 1 | 195.00000 | 0.396000 | 96 | 68 | 78.0 | 16.970 | 2 |
| 816 | mhTL3641 | 07-19-2020 | 1 | 61.0 | 57.841 | 27.015 | 70.902 | 154/71 | 280.0 | 77.0 | 187.0 | 1 | 0 | 0 | 0 | 178.90000 | 0.396322 | 154 | 71 | 173.0 | 18.703 | 2 |
| 817 | ertp0641 | April 25, 2023 | 1 | 39.0 | 118.400 | 39.100 | 74.300 | 101/92 | 213.0 | 49.0 | 140.0 | 0 | 1 | 1 | 1 | 174.00000 | 0.427000 | 101 | 92 | 134.0 | 19.130 | 2 |
| 818 | gdBF9655 | 03-28-2025 | 1 | 68.0 | 19.578 | 29.507 | 103.497 | 128/88 | 134.0 | 45.0 | 175.0 | 1 | 0 | 0 | 0 | 199.50000 | 0.519000 | 128 | 88 | 59.0 | 14.981 | 2 |
| 819 | rMUD9110 | 2022-10-10 | 0 | 59.0 | 70.500 | 27.200 | 107.300 | 122/94 | 219.0 | 71.0 | 140.0 | 1 | 0 | 0 | 1 | 161.00000 | 0.666000 | 122 | 94 | 118.0 | 15.920 | 2 |